latest transcript snapshots per developer · period-independent
| # | Skill | Devs | Calls | Tokens |
|---|---|---|---|---|
| 01 | togen | 1 | 94,325 | 26.26B |
| 02 | loop | 29 | 18,213 | 7.65B |
| 03 | code-review | 42 | 45,248 | 5.21B |
| 04 | verea-review | 2 | 32,035 | 4.85B |
| 05 | cook | 4 | 14,497 | 4.46B |
| 06 | bmad-dev-story | 2 | 13,836 | 3.28B |
| 07 | superpowers:subagent-driven-development | 13 | 23,842 | 2.83B |
| 08 | superpowers:brainstorming | 26 | 21,198 | 2.80B |
| 09 | cook-quick-mobile | 1 | 10,619 | 2.60B |
| 10 | deep-research | 32 | 68,521 | 2.26B |
| 11 | mobile-verify-sim | 1 | 4,307 | 2.07B |
| 12 | artifact-design | 81 | 7,119 | 1.74B |
| 13 | review_completions | 1 | 17,361 | 1.67B |
| 14 | superpowers:systematic-debugging | 22 | 10,238 | 1.66B |
| 15 | design-engineering | 2 | 4,598 | 1.50B |
| 16 | claude-api | 53 | 6,142 | 1.44B |
| 17 | fix | 2 | 5,576 | 1.39B |
| 18 | canti:review-plan-fix-loop | 1 | 8,336 | 1.36B |
| 19 | create-linear-issue | 4 | 4,134 | 1.34B |
| 20 | workflow-authoring | 6 | 13,330 | 1.34B |
| 21 | codex-review | 1 | 3,425 | 1.29B |
| 22 | cook-quick-frontend | 3 | 4,684 | 1.24B |
| 23 | impeccable | 14 | 5,113 | 1.22B |
| 24 | dataviz | 42 | 4,419 | 1.21B |
| 25 | browse | 15 | 6,044 | 1.21B |
| 26 | external-writing | 4 | 3,187 | 1.20B |
| 27 | security-review | 10 | 7,704 | 1.19B |
| 28 | ck-plan | 4 | 5,387 | 1.18B |
| 29 | pr-review | 1 | 7,783 | 1.15B |
| 30 | taste-skill | 1 | 3,350 | 1.09B |
| 31 | frontend-design:frontend-design | 20 | 4,450 | 1.07B |
| 32 | resolving-merge-conflicts | 4 | 5,764 | 1.07B |
| 33 | create-github-pr | 4 | 3,050 | 1.07B |
| 34 | sonar | 1 | 9,757 | 990.8M |
| 35 | ak-cook | 1 | 2,620 | 990.2M |
| 36 | fix-pr-comments | 1 | 1,578 | 988.3M |
| 37 | slack-scrape | 1 | 11,490 | 977.8M |
| 38 | superpowers:writing-plans | 12 | 4,970 | 970.9M |
| 39 | agent-device | 1 | 2,527 | 960.7M |
| 40 | bmad-quick-dev | 2 | 3,652 | 879.7M |
| 41 | opus-orchestrate-sonnet-workers | 1 | 9,355 | 841.9M |
| 42 | superpowers:executing-plans | 7 | 2,292 | 827.9M |
| 43 | figma:figma-design-to-code | 4 | 2,985 | 805.9M |
| 44 | linear-context | 2 | 6,506 | 782.7M |
| 45 | resolve-agent-reviews | 1 | 2,201 | 775.4M |
| 46 | verea-plan | 2 | 5,066 | 773.5M |
| 47 | mobile-version-bump | 2 | 2,699 | 771.1M |
| 48 | bmad-code-review | 3 | 2,721 | 765.2M |
| 49 | run | 49 | 4,272 | 762.8M |
| 50 | superpowers:test-driven-development | 12 | 3,238 | 739.3M |
| 51 | address-pr-feedback | 2 | 1,408 | 736.7M |
| 52 | mobile-changeset | 1 | 2,379 | 730.0M |
| 53 | improve | 4 | 5,438 | 685.1M |
| 54 | e2e-proof | 2 | 3,246 | 663.6M |
| 55 | daily | 1 | 1,295 | 657.2M |
| 56 | claude-in-chrome | 37 | 3,472 | 640.9M |
| 57 | agent-browser | 7 | 3,049 | 608.9M |
| 58 | okk-db | 3 | 1,864 | 582.5M |
| 59 | compound-engineering:ce-work | 2 | 2,202 | 578.2M |
| 60 | anti-slop | 1 | 2,559 | 570.8M |
| 61 | plan-review | 1 | 2,667 | 560.1M |
| 62 | pi-review | 1 | 1,752 | 527.5M |
| 63 | bmad-create-story | 2 | 4,857 | 472.6M |
| 64 | find-skills | 10 | 2,088 | 457.3M |
| 65 | qa | 3 | 1,703 | 455.9M |
| 66 | autofix | 2 | 940 | 445.1M |
| 67 | sync-fork | 1 | 1,478 | 433.3M |
| 68 | ralph-loop:ralph-loop | 1 | 1,480 | 433.0M |
| 69 | verea-tdd | 2 | 2,458 | 432.4M |
| 70 | graphify | 11 | 3,176 | 430.4M |
| 71 | ak-plan | 1 | 1,719 | 430.2M |
| 72 | opsx:apply | 1 | 2,069 | 422.4M |
| 73 | swarm | 1 | 7,341 | 408.8M |
| 74 | canti:review | 1 | 3,327 | 402.3M |
| 75 | hunt | 1 | 4,477 | 398.7M |
| 76 | brainstorming | 5 | 3,355 | 387.0M |
| 77 | get_started | 1 | 5,305 | 368.3M |
| 78 | ultragoal:goal | 1 | 1,517 | 341.9M |
| 79 | superpowers:dispatching-parallel-agents | 7 | 2,792 | 341.5M |
| 80 | mattpocock-skills:ask-matt | 1 | 2,432 | 334.1M |
| 81 | understand-anything:understand | 2 | 4,890 | 331.0M |
| 82 | superpowers:requesting-code-review | 4 | 2,698 | 329.1M |
| 83 | ego-browser | 3 | 3,519 | 325.9M |
| 84 | art-generator | 1 | 1,348 | 325.2M |
| 85 | ak-loop | 1 | 1,504 | 323.0M |
| 86 | mattpocock-skills:tdd | 1 | 2,116 | 321.5M |
| 87 | open-source-contribution | 1 | 1,958 | 320.0M |
| 88 | review | 11 | 2,147 | 316.5M |
| 89 | mattpocock-skills:implement | 1 | 1,697 | 316.1M |
| 90 | compound-engineering:ce-doc-review | 2 | 2,817 | 305.4M |
| 91 | opsx:propose | 1 | 1,726 | 298.8M |
| 92 | ak-vibe | 1 | 1,207 | 296.5M |
| 93 | plan-well | 1 | 2,780 | 285.6M |
| 94 | cook-quick-backend | 3 | 1,024 | 282.4M |
| 95 | simplify | 6 | 2,343 | 281.1M |
| 96 | internal-docs | 1 | 785 | 274.3M |
| 97 | canti:audit | 1 | 1,324 | 264.1M |
| 98 | ultra-deep-research | 1 | 3,440 | 260.2M |
| 99 | advisor-executor | 1 | 2,306 | 258.7M |
| 100 | plan-eng-review | 4 | 1,020 | 257.6M |
| # | MCP tool | Devs | Calls | Tokens | Err |
|---|---|---|---|---|---|
| 01 | claude-in-chrome · computer | 47 | 18,607 | 4.81B | 3% |
| 02 | claude-in-chrome · browser_batch | 39 | 12,579 | 3.13B | 5% |
| 03 | Claude_Browser · javascript_tool | 28 | 7,435 | 2.38B | 6% |
| 04 | claude-in-chrome · javascript_tool | 43 | 11,157 | 2.37B | 5% |
| 05 | Claude_Browser · computer | 29 | 7,715 | 2.15B | 11% |
| 06 | Claude_Code_iOS_Simulator · control | 6 | 3,408 | 1.85B | 2% |
| 07 | claude-in-chrome · navigate | 52 | 4,381 | 996.6M | 5% |
| 08 | Claude_Browser · navigate | 29 | 3,202 | 962.5M | 12% |
| 09 | Claude_Preview · preview_eval | 11 | 3,182 | 914.9M | 7% |
| 10 | Claude_Browser · browser_batch | 19 | 1,855 | 711.3M | 12% |
| 11 | chrome-devtools · click | 4 | 2,429 | 625.9M | 3% |
| 12 | chrome-devtools · evaluate_script | 4 | 3,175 | 542.3M | 3% |
| 13 | claude-in-chrome · find | 40 | 2,061 | 504.6M | 11% |
| 14 | claude-in-chrome · tabs_context_mcp | 62 | 2,285 | 498.2M | 3% |
| 15 | claude_ai_Gmail · get_thread | 13 | 1,804 | 486.2M | 2% |
| 16 | Claude_Browser · preview_start | 32 | 1,467 | 454.1M | 11% |
| 17 | Claude_Browser · resize_window | 26 | 1,381 | 451.3M | 4% |
| 18 | sequential-thinking · sequentialthinking | 1 | 1,098 | 345.2M | 1% |
| 19 | chrome-devtools · take_snapshot | 4 | 1,550 | 321.5M | 1% |
| 20 | linear-server · save_issue | 8 | 888 | 305.0M | 2% |
| 21 | ccd_session · mark_chapter | 40 | 1,771 | 288.0M | 0% |
| 22 | exa · web_search_exa | 3 | 2,898 | 280.3M | 1% |
| 23 | Claude_in_Chrome · computer | 3 | 512 | 275.7M | 8% |
| 24 | playwright · browser_evaluate | 7 | 1,222 | 275.7M | 3% |
| 25 | claude_ai_Slack · slack_read_channel | 6 | 3,233 | 273.4M | 1% |
| 26 | claude_ai_PostHog · exec | 1 | 1,707 | 267.0M | 5% |
| 27 | Claude_Browser · read_console_messages | 24 | 916 | 259.0M | 2% |
| 28 | playwright · browser_navigate | 11 | 1,298 | 255.3M | 8% |
| 29 | oc · bash | 1 | 2,929 | 245.7M | 100% |
| 30 | claude-in-chrome · tabs_close_mcp | 39 | 946 | 244.9M | 4% |
| 31 | oc · kroda_http_send | 1 | 2,571 | 241.0M | 100% |
| 32 | plugin_playwright_playwright · browser_evaluate | 8 | 876 | 226.1M | 3% |
| 33 | claude_ai_Gmail · create_draft | 7 | 844 | 219.6M | 1% |
| 34 | linear · save_issue | 9 | 662 | 216.2M | 3% |
| 35 | f8c1d5be-ee16-4e8b-afa2-3b6c6d1d4c69 · execute_sql | 1 | 741 | 215.2M | 6% |
| 36 | Claude_Browser · read_page | 23 | 788 | 210.2M | 0% |
| 37 | chrome-devtools · type_text | 2 | 725 | 201.5M | 0% |
| 38 | plugin_playwright_playwright · browser_navigate | 10 | 713 | 191.9M | 4% |
| 39 | claude-in-chrome · get_page_text | 39 | 1,027 | 190.4M | 6% |
| 40 | chrome-devtools · take_screenshot | 4 | 815 | 186.9M | 3% |
| 41 | tsenta · get-application-review | 1 | 423 | 180.3M | 0% |
| 42 | supabase · execute_sql | 2 | 846 | 177.6M | 13% |
| 43 | tsenta · submit-application-review | 1 | 426 | 177.4M | 0% |
| 44 | chrome-devtools · navigate_page | 4 | 854 | 175.2M | 2% |
| 45 | playwright · browser_click | 8 | 819 | 174.9M | 9% |
| # | Tool | Devs | Calls | Tokens | Err |
|---|---|---|---|---|---|
| 01 | Bash | 197 | 1,939,242 | 398.88B | 4% |
| 02 | exec | 135 | 1,628,489 | 199.82B | 0% |
npx whoburnedmore CLI reads the local usage logs coding agents already keep and submits daily aggregate token totals per tool and model — never prompts, code or file names. Panel = 163 listed developers who opted in publicly, including subscription usage (Claude Code, Cursor, Codex) that API-gateway rankings never see. Costs estimated from public per-token pricing. what we collect · leaderboard · state of AI coding| 03 |
| Edit |
| 187 |
| 320,669 |
| 84.67B |
| 3% |
| 04 | exec_command | 146 | 1,459,446 | 83.39B | 0% |
| 05 | Read | 198 | 546,609 | 71.56B | 2% |
| 06 | apply_patch | 159 | 229,167 | 31.30B | 0% |
| 07 | Write | 190 | 118,199 | 26.99B | 3% |
| 08 | write_stdin | 127 | 196,592 | 22.10B | 0% |
| 09 | wait | 126 | 111,188 | 14.65B | 0% |
| 10 | shell_command | 66 | 186,881 | 10.45B | 0% |
| 11 | send_message | 80 | 62,683 | 8.09B | 0% |
| 12 | Agent | 161 | 31,941 | 7.76B | 4% |
| 13 | wait_agent | 94 | 52,464 | 7.18B | 0% |
| 14 | WebFetch | 171 | 87,645 | 6.20B | 5% |
| 15 | TaskUpdate | 144 | 21,722 | 5.89B | 0% |
| 16 | js | 101 | 40,432 | 5.45B | 0% |
| 17 | ToolSearch | 165 | 38,041 | 4.25B | 0% |
| 18 | WebSearch | 157 | 68,707 | 4.15B | 1% |
| 19 | update_plan | 132 | 27,231 | 3.21B | 0% |
| 20 | Grep | 88 | 28,939 | 3.06B | 1% |
| 21 | StructuredOutput | 72 | 32,335 | 2.99B | 19% |
| 22 | TaskCreate | 144 | 12,714 | 2.91B | 1% |
| 23 | PowerShell | 28 | 9,752 | 2.52B | 13% |
| 24 | AskUserQuestion | 171 | 10,258 | 2.48B | 9% |
| 25 | shell | 16 | 29,600 | 2.47B | 0% |
| 26 | list_agents | 80 | 14,719 | 1.70B | 0% |
| 27 | SendMessage | 80 | 5,315 | 1.57B | 1% |
| 28 | spawn_agent | 97 | 15,107 | 1.57B | 0% |
| 29 | Skill | 164 | 9,645 | 1.45B | 3% |
| 30 | Monitor | 119 | 4,647 | 1.41B | 5% |
| 31 | view_file | 2 | 4,060 | 1.33B | 0% |
| 32 | manage_task | 2 | 1,863 | 1.28B | 0% |
| 33 | followup_task | 69 | 8,517 | 1.12B | 0% |
| 34 | ScheduleWakeup | 97 | 3,339 | 1.08B | 2% |
| 35 | TodoWrite | 35 | 4,718 | 906.9M | 0% |
| 36 | view_image | 109 | 9,506 | 890.0M | 0% |
| 37 | run_command | 3 | 4,928 | 881.9M | 0% |
| 38 | Glob | 74 | 25,064 | 844.5M | 1% |
| 39 | sleep | 30 | 7,661 | 826.8M | 0% |
| 40 | SendUserFile | 68 | 2,278 | 819.0M | 4% |
| 41 | TaskStop | 127 | 2,582 | 773.3M | 10% |
| 42 | Workflow | 73 | 2,065 | 746.4M | 7% |
| 43 | Artifact | 79 | 1,811 | 627.8M | 4% |
| 44 | write_to_file | 2 | 2,597 | 603.4M | 0% |
| 45 | run | 35 | 4,252 | 485.8M | 0% |
| 46 | replace_file_content | 2 | 1,218 | 459.3M | 0% |
| 47 | TaskOutput | 86 | 1,315 | 429.6M | 5% |
| 48 | ExitPlanMode | 87 | 1,325 | 353.7M | 47% |
| 49 | request_user_input | 90 | 2,950 | 351.7M | 0% |
| 50 | Task | 9 | 19,264 | 303.6M | 0% |
| 51 | StrReplace | 1 | 21,798 | 286.2M | 0% |
| 52 | ListAgents | 46 | 940 | 265.3M | 1% |
| 53 | interrupt_agent | 61 | 1,511 | 209.0M | 0% |
| 54 | bash | 22 | 2,049 | 184.6M | 3% |
| 55 | EnterWorktree | 29 | 451 | 174.6M | 10% |